Jean-François Aujol | DeepAI

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Featured Co-authors

Chao Wang
170 publications
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Yifei Lou
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∙ 08/08/2023

Minimizing Quotient Regularization Model

Quotient regularization models (QRMs) are a class of powerful regulariza...

0 Chao Wang, et al. ∙

∙ 06/07/2022

Patch-based image Super Resolution using generalized Gaussian mixture model

Single Image Super Resolution (SISR) methods aim to recover the clean im...

0 Dang-Phuong-Lan Nguyen, et al. ∙

∙ 12/02/2020

An algorithm for non-convex off-the-grid sparse spike estimation with a minimum separation constraint

Theoretical results show that sparse off-the-grid spikes can be estimate...

0 Yann Traonmilin, et al. ∙

∙ 09/18/2020

The basins of attraction of the global minimizers of non-convex inverse problems with low-dimensional models in infinite dimension

Non-convex methods for linear inverse problems with low-dimensional mode...

0 Yann Traonmilin, et al. ∙

∙ 08/30/2019

LU-Net: An Efficient Network for 3D LiDAR Point Cloud Semantic Segmentation Based on End-to-End-Learned 3D Features and U-Net

We propose LU-Net -- for LiDAR U-Net, a new method for the semantic segm...

24 Pierre Biasutti, et al. ∙

∙ 05/21/2019

RIU-Net: Embarrassingly simple semantic segmentation of 3D LiDAR point cloud

This paper proposes RIU-Net (for Range-Image U-Net), the adaptation of a...

0 Pierre Biasutti, et al. ∙

∙ 11/29/2018

The basins of attraction of the global minimizers of the non-convex sparse spikes estimation problem

The sparse spike estimation problem consists in estimating a number of o...

0 Yann Traonmilin, et al. ∙

∙ 09/18/2017

Variational Methods for Normal Integration

The need for an efficient method of integration of a dense normal field ...

0 Yvain Quéau, et al. ∙

∙ 09/18/2017

Normal Integration: A Survey

The need for efficient normal integration methods is driven by several c...

0 Yvain Quéau, et al. ∙

∙ 07/21/2013

Regularized Discrete Optimal Transport

This article introduces a generalization of the discrete optimal transpo...

0 Sira Ferradans, et al. ∙

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